Deep Recurrent Q-Learning for Partially Observable MDPs

23 July 2015

Papers citing "Deep Recurrent Q-Learning for Partially Observable MDPs"

34 / 634 papers shown

Title
Virtual-to-real Deep Reinforcement Learning: Continuous Control of Mobile Robots for Mapless Navigation L. Tai Giuseppe Paolo Ming-Yu Liu 17 701 0 01 Mar 2017
Stabilising Experience Replay for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Nantas Nardelli Gregory Farquhar Triantafyllos Afouras Philip H. S. Torr Pushmeet Kohli Shimon Whiteson OffRL 117 595 0 28 Feb 2017
Neural Map: Structured Memory for Deep Reinforcement Learning Emilio Parisotto Ruslan Salakhutdinov 16 257 0 27 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
Reinforcement Learning via Recurrent Convolutional Neural Networks Tanmay Shankar S. K. Dwivedy Prithwijit Guha SSL 9 20 0 09 Jan 2017
A Survey of Deep Network Solutions for Learning Control in Robotics: From Reinforcement to Imitation L. Tai Jingwei Zhang Ming-Yu Liu Joschka Boedecker Wolfram Burgard OffRL 6 78 0 21 Dec 2016
Sample-efficient Deep Reinforcement Learning for Dialog Control Kavosh Asadi Jason D. Williams 18 21 0 18 Dec 2016
Learning to predict where to look in interactive environments using deep recurrent q-learning Seyed Sajad Mousavi Michael Schukat Enda Howley Ali Borji N. Mozayani 8 30 0 17 Dec 2016
End-to-End Deep Reinforcement Learning for Lane Keeping Assist Ahmad El-Sallab Mohammed Abdou E. Perot S. Yogamani 14 175 0 13 Dec 2016
Playing Doom with SLAM-Augmented Deep Reinforcement Learning Shehroze Bhatti Alban Desmaison O. Mikšík Nantas Nardelli N. Siddharth Philip H. S. Torr OffRL 27 69 0 01 Dec 2016
Nonparametric General Reinforcement Learning Jan Leike OffRL 29 26 0 28 Nov 2016
Learning to Navigate in Complex Environments Piotr Wojciech Mirowski Razvan Pascanu Fabio Viola Hubert Soyer Andy Ballard ... Ross Goroshin Laurent Sifre Koray Kavukcuoglu D. Kumaran R. Hadsell 14 873 0 11 Nov 2016
Learning to Play Guess Who? and Inventing a Grounded Language as a Consequence Emilio Jorge Mikael Kågebäck Fredrik D. Johansson E. Gustavsson 24 67 0 10 Nov 2016
Deep Reinforcement Learning From Raw Pixels in Doom Danijar Hafner 13 5 0 07 Oct 2016
Towards Cognitive Exploration through Deep Reinforcement Learning for Mobile Robots L. Tai Ming-Yu Liu 13 103 0 06 Oct 2016
Opponent Modeling in Deep Reinforcement Learning He He Jordan L. Boyd-Graber Kevin Kwok Hal Daumé III BDL 21 324 0 18 Sep 2016
Playing FPS Games with Deep Reinforcement Learning Guillaume Lample Devendra Singh Chaplot OffRL EgoV 17 583 0 18 Sep 2016
Partially Observable Markov Decision Process for Recommender Systems Zhongqi Lu Qiang Yang 14 27 0 28 Aug 2016
Perceptual Reward Functions Ashley D. Edwards Charles Isbell A. Takanishi XAI 25 17 0 12 Aug 2016
Deep Reinforcement Learning With Macro-Actions Ishan Durugkar Clemens Rosenbaum S. Dernbach Sridhar Mahadevan 9 23 0 15 Jun 2016
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning Tiancheng Zhao M. Eskénazi 23 264 0 08 Jun 2016
Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL Agent Tim O'Shea T. Clancy 16 19 0 30 May 2016
Predicting Personal Traits from Facial Images using Convolutional Neural Networks Augmented with Facial Landmark Information Yoad Lewenberg Valliappa Chockalingam Satinder Singh Honglak Lee CVBM 11 303 0 29 May 2016
Learning to Communicate with Deep Multi-Agent Reinforcement Learning Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 41 1,593 0 21 May 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik Narasimhan A. Saeedi J. Tenenbaum 16 1,125 0 20 Apr 2016
Easy Monotonic Policy Iteration Joshua Achiam OffRL 11 0 0 29 Feb 2016
Learning to Communicate to Solve Riddles with Deep Distributed Recurrent Q-Networks Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 13 147 0 08 Feb 2016
Memory-based control with recurrent neural networks N. Heess Jonathan J. Hunt Timothy Lillicrap David Silver 13 301 0 14 Dec 2015
How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies Vincent François-Lavet R. Fonteneau D. Ernst 11 110 0 07 Dec 2015
Deep Attention Recurrent Q-Network Ivan Sorokin Alexey Seleznev Mikhail Pavlov A. Fedorov Anastasiia Ignateva 15 150 0 05 Dec 2015
State of the Art Control of Atari Games Using Shallow Reinforcement Learning Yitao Liang Marlos C. Machado Erik Talvitie Michael Bowling 13 113 0 04 Dec 2015
Deep Reinforcement Learning in Parameterized Action Space Matthew J. Hausknecht Peter Stone 19 307 0 13 Nov 2015
Generating Text with Deep Reinforcement Learning Hongyu Guo AIMat 15 50 0 30 Oct 2015
Recurrent Reinforcement Learning: A Hybrid Approach Xiujun Li Lihong Li Jianfeng Gao Xiaodong He Jianshu Chen Li Deng Ji He OffRL 4 77 0 10 Sep 2015